Thomas Unise · Enterprise AI
Enterprise AI Consultant
Enterprise AI consulting that pays for itself.
I help enterprises implement AI the right way. I design, implement, and optimize agentic AI workflows for organizations that can't afford to get it wrong — and I attach every deployment to a number from day one.
Secure
Compliant
Measurable
// the discipline
Most consultants can build you an agent. Few can tell you what it's worth.
I came up through performance marketing, where every dollar gets tracked and every campaign answers to a number. I bring that same discipline to AI — so the value crosses the cost, and keeps climbing.
Over the last two decades, I built a reputation for sharp, no-nonsense strategy and high-impact execution — first in marketing and data analytics, now in enterprise AI.
That background matters. AI that can't prove its value is a science project. I don't build science projects. I build systems that pay for themselves — and I show you the math.
Every agent, every workflow, every system gets a scoreboard: hours saved, cost per task, error rates, revenue impact.
Cumulative cost
Cumulative value
Investment tracked to ROI
Net gain compounds past payback
// what I do
Design, implement, and optimize AI for organizations that can't afford to get it wrong.
Built around your actual processes — not a demo — and deployed, secured, and tuned until they hold up in production.
01
Agentic AI workflows
Designed around your actual processes, not a demo. Built, deployed, and tuned until they hold up in production — and hold up under load.
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02
RAG systems
Retrieval pipelines that put your institutional knowledge to work — without leaking it. Grounded, source-aware answers on your own data.
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03
On-premises AI infrastructure
Local model deployment and hardware builds for organizations that need their data to stay inside their walls. Full control, nothing leaving the perimeter.
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04
Enterprise security & compliance
SOC 2 controls. HIPAA compliance. Deployments built for healthcare, legal, finance, and other regulated industries — from day one, not bolted on later.
SOC 2HIPAAHealthcareLegalFinance
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05
Knowledge systems
Your documents, wikis, tickets, and contracts turned into one queryable, source-cited system. Institutional knowledge that finally answers back — with the receipts.
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06
Decision intelligence
Analytics, dashboards, and predictive models that drive real decisions — built by someone who spent 15 years attaching dollars to outcomes, not decorating slide decks.
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07
Enterprise workflows
Multi-system orchestration across Salesforce, ServiceNow, SAP, and your custom APIs. The systems that don't talk to each other — finally talking, with an audit trail.
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08
Digital transformation
End-to-end process modernization — not a rip-and-replace. We modernize what actually matters and tie every change to a number, so you know it worked.
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09
AI security
Prompt-injection defense, red-teaming, and model risk controls. Your AI's attack surface speaks English — I secure what it can see, do, and send.
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10
AI cost optimization
Model routing, caching, and token diets that take 60–80% off the monthly LLM bill — without moving the quality bar. Evals prove it.
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// industries
Built for the industries where getting it wrong isn't an option.
Regulated, high-stakes, audit-heavy environments — where AI has to be fast, grounded, and provable at the same time. Pick your world.
Industry / 01
Financial Services
Banks, hedge funds, asset managers, fintech, and capital markets. Fast where the market demands it, provable where the regulator does — reconciliation, AML/KYC, surveillance, client intelligence.
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Industry / 02
Healthcare
Health systems, payers, providers, and pharma. HIPAA-aware, grounded, and auditable — clinical and ops copilots, claims automation, document intelligence. PHI stays protected.
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Industry / 03
Legal
AmLaw firms, in-house counsel, and legal tech. Contract and document intelligence, research synthesis, matter retrieval — every answer traceable to the document, confidentiality preserved.
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Industry / 04
Insurance
Carriers, brokers, MGAs, and insurtech. Underwriting support, claims automation, and submission intake — every decision fully auditable, end to end.
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Industry / 05
Manufacturing
Industrial operators with complex supply chains. Supply-chain visibility, ops and maintenance copilots, spec and SOP retrieval — tied to throughput, downtime, and cost.
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Industry / 06
Cross-Enterprise
Multi-vertical, Fortune-class organizations. One AI platform instead of scattered pilots — shared infrastructure, cross-unit governance, and a scoreboard for every business unit.
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// the scoreboard
Every deployment answers to a number.
Hours saved. Cost per task. Error rates. Revenue impact. Representative outcomes — your figures depend on where you start, but the direction is consistent.
Manual hours / week
40hBefore
9hAfter
▼ ~78% of busywork removed
Cost per task
$12.40Before
$3.10After
▼ ~75% cheaper per task
Error rate
6.2%Before
0.8%After
▼ ~87% fewer errors
Output per FTE
1×Before
4.3×After
▲ scale without scaling headcount
// the difference
Here's where my past makes me dangerous.
Fifteen-plus years in marketing and data analytics. Over $50M in managed ad spend. A career spent attaching dollars to outcomes.
So when I deploy AI in your organization, I attach it to KPIs from the start — hours saved, cost per task, error rates, revenue impact. Every agent, every workflow, every system gets a scoreboard.
AI that can't prove its value is a science project. I don't build science projects. I build systems that pay for themselves, and I show you the math.
$50M+
Managed ad spend, tracked to the dollar
15+ yrs
Marketing & data analytics
20 yrs
Strategy & high-impact execution
100%
Of deployments tied to a KPI
// how I work
No bloated engagements. No six-month discovery phase.
I integrate directly with your existing teams — executive-level AI guidance without the burden of a full-time hire.
01
Identify
We find the highest-leverage use cases — where AI moves a real number.
02
Secure
We lock down the stack — compliance and controls built in from day one.
03
Ship
We build and deploy the system into production, not a slide deck.
04
Measure
We track the impact against KPIs — and tune until it pays for itself.
Executive-level AI guidance without the burden of a full-time hire. We identify the highest-leverage use cases, secure the stack, ship the system, and measure the impact.
Let's talk about what AI should be doing for your business.
I enjoy working with serious organizations that want AI to actually move the needle. If that's you, let's talk.